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Catalogs 11759
The iceberg extension supports attaching Iceberg REST Catalogs. Attaching a catalog is required for writing to Iceberg . Before attaching an Iceberg REST Catalog, you must install the iceberg extension by following the instructions located ... ttaching an Iceberg REST Catalog. For instructions specific to a catalog implementation, see Amazon S3 Tables , AWS Glue , Cloudflare R2 Data Catalog , Apache Polaris , Lakekeeper , SeaweedFS and Google Cloud BigLake . Attaching an Iceberg REST Catalo ... ) WITH ( 'location' = 's3://path/to/location' ); You can learn more about the WITH clause at Creating Schemas and Tables . Cloudflare R2 Data Catalog To attach to an R2 Cloudflare managed catalog follow the attach steps below. CREATE SECRET r2_secret ... FROM seaweedfs_catalog.sales.orders GROUP BY region ORDER BY total DESC; DROP TABLE seaweedfs_catalog.sales.orders; Google Cloud BigLake To attach to a Google Cloud BigLake catalog, you can use extra HTTP headers to specify the GCP project for billing ...
https://man.mtool.work/duckdb/2.0/core_extensions/iceberg/catalogs.html
Google Cloud Storage Import 11555
Prerequisites The Google Cloud Storage (GCS) can be used via the httpfs extension . This can be installed with the INSTALL httpfs SQL command. This only needs to be run once. Credentials and Configuration You need to create HMAC keys and de ... ead-only mode: LOAD httpfs; ATTACH 'gs://⟨gcs_bucket⟩/⟨file.duckdb⟩' AS ⟨duckdb_database⟩ (READ_ONLY); Databases in Google Cloud Storage can only be attached in read-only mode. ...
https://man.mtool.work/duckdb/2.0/guides/network_cloud_storage/gcs_import.html
S3 API Support 10740
The httpfs extension supports reading/writing/ globbing files on object storage servers using the S3 API. S3 offers a standard API to read and write to remote files (while regular http servers, predating S3, do not offer a common write API) ... hat is now common among industry storage providers. Platforms The httpfs filesystem is tested with AWS S3 , Minio , Google Cloud and lakeFS . Other services that implement the S3 API (such as Cloudflare R2 , SeaweedFS , and Tigris ) should also work, ... est-1⟩', KMS_KEY_ID 'arn:aws:kms:⟨region⟩:⟨account_id⟩:⟨key⟩/⟨key_id⟩', SCOPE 's3://⟨bucket-sub-path⟩' ); R2 Secrets While Cloudflare R2 uses the regular S3 API, DuckDB has a special Secret type, R2 , to make configuring it a bit simpler: CREATE OR RE ... :// , for example: SELECT * FROM read_parquet('r2://⟨some-file-that-uses-an-r2-secret⟩.parquet'); GCS Secrets While Google Cloud Storage is accessed by DuckDB using the S3 API, DuckDB has a special Secret type, GCS , to make configuring it a bit simpl ...
https://man.mtool.work/duckdb/2.0/core_extensions/httpfs/s3api.html
S3 Parquet Import 10740
Prerequisites To load a Parquet file from S3, the httpfs extension is required. This can be installed using the INSTALL SQL command. This only needs to be run once. INSTALL httpfs; To load the httpfs extension for usage, use the LOAD SQL co ... Parquet files can be read from S3 using the following command: SELECT * FROM read_parquet('s3://⟨bucket⟩/⟨file⟩'); Google Cloud Storage (GCS) and Cloudflare R2 DuckDB can also handle Google Cloud Storage (GCS) and Cloudflare R2 via the S3 API. See th ...
https://man.mtool.work/duckdb/2.0/guides/network_cloud_storage/s3_import.html
My Workload Is Slow 10315
If you find that your workload in DuckDB is slow, we recommend performing the following checks. More detailed instructions are linked for each point. Do you have enough memory? DuckDB works best if you have 1-4 GB memory per thread . Is you ... sses are likely using more than 20% of the total system memory. Are you using a fast disk? Network-attached disks (such as cloud block storage) cause write-intensive and larger than memory workloads to slow down. For running such workloads in cloud en ...
https://man.mtool.work/duckdb/2.0/guides/performance/my_workload_is_slow.html
Environment 9907
The environment where DuckDB is run has an obvious impact on performance. This page focuses on the effects of the hardware configuration and the operating system used. Hardware Configuration CPU DuckDB's officially supported architectures a ... that the disks are reliable. As a general rule of thumb, this is true for locally attached disks, and block storage in the cloud. If your workload is larger than memory and/or fast data loading is important, you need fast disks, preferably SSD or NVMe ... mon architectures and the related considerations when you are using DuckDB's native database format : Block storage in the cloud. DuckDB runs well on network-backed cloud disks such as AWS EBS for both read-only and read-write workloads. Network-attac ...
https://man.mtool.work/duckdb/2.0/guides/performance/environment.html
MotherDuck Extension 8666
The motherduck extension allows connecting to MotherDuck , a cloud data warehouse built on DuckDB. Installing and Loading The motherduck extension will be transparently autoinstalled and autoloaded on first use from the official extension r ...
https://man.mtool.work/duckdb/2.0/core_extensions/motherduck.html
Lance Extension 8462
The lance extension adds support for reading and writing Lance tables. Lance is a modern lakehouse format optimized for ML/AI workloads, with native cloud storage support. Installing and Loading You can install the lance extension from Duck ... DB's core extensions repository and load it using the following commands: INSTALL AND LOAD lance; Usage Full SQL reference Cloud storage reference Query a Lance Dataset Local file: SELECT * FROM '⟨path/to/dataset.lance⟩' LIMIT 10; S3: SELECT * FROM 's ...
https://man.mtool.work/duckdb/2.0/core_extensions/lance.html
Beekeeper Studio SQL Editor 8258
Beekeeper Studio is a free, open-source SQL editor and database manager with a modern, easy-to-use interface. It is available for Windows, macOS, and Linux, and also offers a paid Ultimate tier with cloud sync and team-sharing features. Bee ...
https://man.mtool.work/duckdb/2.0/guides/sql_editors/beekeeper_studio.html
Attach to a DuckDB Database over HTTPS or S3 8055
You can establish a read-only connection to a DuckDB instance via HTTPS or the S3 API. Prerequisites This guide requires the httpfs extension , which can be installed using the INSTALL httpfs SQL command. This only needs to be run once. Att ... T count(*) AS num_stations FROM stations_db.stations; num_stations 578 Connecting to S3-compatible APIs such as the Google Cloud Storage ( gs:// ) is also supported. Limitations Only read-only connections are allowed, writing the database via the HTTP ...
https://man.mtool.work/duckdb/2.0/guides/network_cloud_storage/duckdb_over_https...
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